Prognostic value of magnetic resonance imaging performed during the subacute phase in adult patients with hypoxic-ischemic encephalopathy for long-term neurological outcomes

被引:3
作者
Yang, Shuai [1 ]
Wang, Xiaoyi [1 ]
Gu, Huimin [2 ]
Wang, Dongcui [1 ]
Guan, Tingting [1 ]
Liao, Weihua [1 ]
Peng, Xianjing [1 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Radiol, 87 Xiangya Rd, Changsha 410008, Peoples R China
[2] Cent South Univ, Xiangya Hosp, Dept Infect Dis, 87 Xiangya Rd, Changsha 410008, Peoples R China
基金
中国国家自然科学基金;
关键词
Hypoxic-ischemic encephalopathy; Magnetic resonance imaging; Diffusion magnetic resonance imaging; Prognosis; Regression analysis; BRAIN COMPUTED-TOMOGRAPHY; CORTICAL LAMINAR NECROSIS; CARDIAC-ARREST PATIENTS; WHITE-MATTER; COMATOSE SURVIVORS; MR; MULTICENTER; STROKE; INJURY; SCORE;
D O I
10.1016/j.jstrokecerebrovasdis.2020.104950
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Objective: To investigate the value of a model based on brain magnetic resonance imaging (MRI) performed in the subacute phase (between the 1st and 30th day) in predicting long-term neurological outcomes of adult hypoxic-ischemic encephalopathy (HIE) patients. Methods: Ninety-six adult HIE patients who underwent conventional MRI and diffusion-weighted imaging (DWI) during the subacute phase were retrospectively analyzed. Favorable (Cerebral Performance Categories (CPC) 1-2) and unfavorable outcome (CPC 3-5) groups were created based on patient neuro-logical status approximately three months after the onset of hypoxic-ischemic events. A multivariate stepwise regression model was applied after univariate analysis of MRI findings, and then the overall MRI score, Alberta Stroke Program Early Computed Tomography Score (ASPECTS), Bilateral ASPECTS (Bi-ASPECTS), modified ASPECTS (mASPECTS) and Bi- ASPECTS combined with posterior circulation ASPECTS (PC-ASPECTS) were calculated based on MRI findings. Receiver operating characteristic (ROC) curves were used to assess prognostic accuracy. Results: Both univariate and multivariate analyses showed the cerebral cortex and cerebellum, neostriatum, hippocampus, brainstem and postanoxic leukoencephalopathy were independent prognostic factors for unfavorable outcomes. The multivariate regression analysis resulted in an overall classification accuracy of 84.4%, a sensitivity of 84.2% (95% CI, 71.6-92.1%), and a specificity of 92.3% (95% CI, 78.0-98.0%) for unfavorable outcomes. The model had an areas under the ROC curves (AUC) of 0.944 (95% CI, 0.901-0.987); the MRI overall scores were 0.918 (95% CI, 0.866, 0.971), ASPECTS 0.839 (95% CI, 0.755, 0.923), Bi-ASPECTS 0.837 (95% CI, 0.753, 0.922), mASPECTS 0.851(95% CI, 0.771, 0.931) and Bi-ASPECTS+PC-ASPECTS 0.876 (95% CI, 0.806, 0.946). Conclusions: The multivariate model based on conventional MRI combined with DWI performed in the subacute phase could help predict the prognosis of adult HIE with high performance. (c) 2020 Elsevier Inc. All rights reserved.
引用
收藏
页数:10
相关论文
共 37 条
[1]  
Adams JH, 1966, BRAIN, V89, P35
[2]   The DWI 'reversal sign' of white matter hypoxic ischaemic injury in older children: an unusual MRI pattern for age [J].
Andronikou, Savvas ;
Van Toorn, Ronald .
PEDIATRIC RADIOLOGY, 2009, 39 (03) :293-298
[3]  
Arbelaez A, 1999, AM J NEURORADIOL, V20, P999
[4]   Validity and reliability of a quantitative computed tomography score in predicting outcome of hyperacute stroke before thrombolytic therapy [J].
Barber, PA ;
Demchuk, AM ;
Zhang, JJ ;
Buchan, AM .
LANCET, 2000, 355 (9216) :1670-1674
[5]   Is this patient dead, vegetative, or severely neurologically impaired? Assessing outcome for comatose survivors of cardiac arrest [J].
Booth, CM ;
Boone, RH ;
Tomlinson, G ;
Detsky, AS .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2004, 291 (07) :870-879
[6]   Degeneration of newly formed CA1 neurons following global ischemia in the rat [J].
Bueters, Tjerk ;
von Euler, Mia ;
Bendel, Olof ;
von Euler, Gabriel .
EXPERIMENTAL NEUROLOGY, 2008, 209 (01) :114-124
[7]   MRI identification of early white matter injury in anoxic-ischemic encephalopathy [J].
Chalela, JA ;
Wolf, RL ;
Maldjian, JA ;
Kasner, SE .
NEUROLOGY, 2001, 56 (04) :481-485
[8]   Ischemic stroke:: Effects of etiology and patient age on the time course of the core apparent diffusion coefficient [J].
Copen, WA ;
Schwamm, LH ;
González, RG ;
Wu, O ;
Harmath, CB ;
Schaefer, PW ;
Koroshetz, WJ ;
Sorensen, AG .
RADIOLOGY, 2001, 221 (01) :27-34
[9]   The association between a quantitative computed tomography (CT) measurement of cerebral edema and outcomes in post-cardiac arrest-A validation study [J].
Cristia, Cristal ;
Ho, Mai-Lan ;
Levy, Sean ;
Andersen, Lars W. ;
Perman, Sarah M. ;
Giberson, Tyler ;
Salciccioli, Justin D. ;
Saindon, Brian Z. ;
Cocchi, Michael N. ;
Donnino, Michael W. .
RESUSCITATION, 2014, 85 (10) :1348-1353
[10]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845